@article{revolutionizingmixedprecisionquantizatio, title = {Revolutionizing Mixed Precision Quantization: Towards Training-free Automatic Proxy Discovery via Large Language Models}, author = {Haidong Kang and Jun Du and Lihong Lin}, year = {2025}, eprint = {2512.07419}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.07419}, }